{"id":"W7116883307","doi":"10.1002/alz70860_106996","title":"The Luci digital program for reducing dementia risk: efficacy study protocol","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Canadian Sleep & Circadian Network; Université de Montréal; Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Protocol (science); Software deployment; Dementia; Digital health; Program evaluation; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01464696,0.003686236,0.0059543,0.001518282,0.003275689,0.002143383,0.003168986,0.004039982,0.06436338],"category_scores_gemma":[0.01026714,0.002185882,0.002189018,0.001604686,0.002124431,0.002007979,0.001925044,0.005853683,0.01503188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003714188,"about_ca_system_score_gemma":0.01847349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408933,"about_ca_topic_score_gemma":0.007962308,"domain_scores_codex":[0.994327,0.002767687,0.0005477504,0.0005713476,0.0009030537,0.0008831173],"domain_scores_gemma":[0.9946166,0.0009389514,0.0009486357,0.000467916,0.001517172,0.00151069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7365171,0.09223782,0.00327636,0.01731813,0.0008146652,0.0002394401,0.0006787226,0.001836228,0.00283971,0.002521994,0.04291731,0.09880248],"study_design_scores_gemma":[0.8484338,0.07032684,0.0148449,0.003070203,0.0007787715,0.0001063859,0.0002559374,0.001556853,0.001093837,0.00197165,0.05741284,0.0001479975],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004703459,0.0003238436,0.001134939,0.0001877967,0.0001035846,0.988148,0.00337131,0.0000933273,0.001933728],"genre_scores_gemma":[0.003396709,0.0002093106,0.001614682,0.0001807972,0.00003444023,0.993283,0.0005352659,0.000005837296,0.0007398662],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06436338,"threshold_uncertainty_score":0.215317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744235736487824,"score_gpt":0.3873599795219295,"score_spread":0.3599176221570512,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}